Unseen-condition behavior of generated PLC logic
Characterize the behavior and reliability of generated PLC control logic under operating conditions and scenarios that are not included in the bounded scenario set used for dynamic scoring, thereby determining whether the observed runtime correctness generalizes beyond the benchmark scenarios.
References
Two limitations remain: dynamic scoring exercises a bounded scenario set from the hidden reference, so behavior under unseen conditions remains unmeasured; and the advantage narrows on the strongest model.
— SemaPLC: A Project-Grounded, Verification-Gated Agent Harness for PLC Code Generation
(2608.18565 - Tu et al., 19 Aug 2026) in Section 6, Conclusion